{"id":"W312338894","doi":"10.1079/9781845938093.0138","title":"Assessing the functional role of plant diversity in grasslands: a trait-based approach.","year":2011,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trait; Diversity (politics); Plant diversity; Functional diversity; Grassland; Biology; Ecology; Geography; Biodiversity; Computer science; Sociology; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001932638,0.0001376386,0.0001817603,0.00004190161,0.0002245453,0.000006355248,0.0001600881,0.0001559947,0.0002953817],"category_scores_gemma":[0.000005996415,0.0001032018,0.00007835852,0.000008840312,0.0004485174,0.00003312052,0.0002248606,0.0002390207,0.00001916942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007747955,"about_ca_system_score_gemma":0.00002150653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128527,"about_ca_topic_score_gemma":0.0006115852,"domain_scores_codex":[0.9993369,0.00002496836,0.0001610838,0.0002064594,0.0001513042,0.0001192759],"domain_scores_gemma":[0.9996082,0.00008160563,0.0001474418,0.0001323482,0.000007108613,0.00002333954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003496361,0.0004230951,0.5831716,0.000233843,0.0006007488,0.00007374441,0.01618773,0.006447301,0.000846372,0.3355045,0.001336693,0.05482472],"study_design_scores_gemma":[0.001235889,0.0001290554,0.8650492,0.0001115696,0.0002251352,0.00001509855,0.0005912224,0.004215334,0.00007719565,0.1108868,0.01676422,0.0006992315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01015361,0.00003980345,0.0005798083,0.00001268936,0.00007199673,0.0001827845,0.00004217612,0.00001244118,0.9889047],"genre_scores_gemma":[0.8700497,0.000002413524,0.0001701995,0.0001152783,0.00002085416,0.00001694936,0.00004623364,0.0000125914,0.1295658],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8598961,"threshold_uncertainty_score":0.4208447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817728615977371,"score_gpt":0.207838345256226,"score_spread":0.1696610590964523,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}